The risk scores were in agreement with previous clustering analyses and provided good discriminatory functions in terms of tumor molecular characteristics, such as fewer IDH1 mutations, 1p19q co-deletion, and MGMT methylation in the high-risk group (Fig. 3J, Additional file 1: Figure S4A). This evidence concerns the gene IDH1 and neoplasm.